A general-purpose signal processing algorithm for biological profiles using only first-order derivative information.
Yuanjie LiuJianhan LinPublished in: BMC Bioinform. (2019)
Keyphrases
- signal processing
- general purpose
- matching algorithm
- prior information
- learning algorithm
- detection algorithm
- probabilistic model
- significant improvement
- np hard
- final result
- times faster
- optimization algorithm
- computational cost
- search space
- k means
- multiresolution
- information extraction
- worst case
- similarity measure
- objective function
- feature selection
- cost function
- keywords
- background knowledge
- optimal solution
- computational complexity
- computationally efficient
- preprocessing
- markov random field
- high accuracy